# f_score ### best songs ```JSON test = { "hpss": True, "chroma": "nnls-5525-1024-2", "tonal_model": "TIV2", "blur": "full", "sigma": 5, "distance": "euclidean", "log_compresion": "none" } ``` ![](https://i.imgur.com/Bli9RJ3.png) ![](https://i.imgur.com/UzWWgPv.png) ![](https://i.imgur.com/f4QrLho.png) ![](https://i.imgur.com/MloJws1.png) ![](https://i.imgur.com/F7EpFvK.png) ![](https://i.imgur.com/h3qUDKv.png) ### Without hpss ```JSON test = { "f_score": 0.66432883282268755069, "precision": 0.62478148025007870457, "recall": 0.77442321513078820869, "hpss": False, "chroma": "nnls-5525-1024-2", "tonal_model": "TIV2", "blur": "full", "sigma": 5, "distance": "euclidean", "log_compresion": "none" } ``` ![](https://i.imgur.com/sN5r2YC.png) ![](https://i.imgur.com/23fWNY3.png) ![](https://i.imgur.com/oCd5we5.png) ![](https://i.imgur.com/UyOXa3B.png) ![](https://i.imgur.com/oagB2tp.png) ![](https://i.imgur.com/ASvx6kO.png) ### Without tonal centroid ```JSON test = { "hpss": True, "chroma": "nnls-5525-1024-2", "tonal_model": "without_tc", "blur": "full", "sigma": 5, "distance": "euclidean", "log_compresion": "none" } ``` ![](https://i.imgur.com/to7NJK2.png) ![](https://i.imgur.com/c7UN7s7.png) ![](https://i.imgur.com/tU0wjt9.png) falta zewieck ![](https://i.imgur.com/zg0dNQD.png) ### cosine no good results ### Harte ```JSON test = { "hpss": False, "chroma": "hpcp-11050-8192-8", "tonal_model": "tonnetz", "blur": "full", "sigma": 5, "distance": "euclidean", "log_compresion": "none" } ``` ![](https://i.imgur.com/AZaVNDa.png) ![](https://i.imgur.com/jtrmsZP.png) ![](https://i.imgur.com/VoZAiGH.png) ![](https://i.imgur.com/IXRvP97.png) ![](https://i.imgur.com/ggkP8wE.png) # recall ### best songs ```JSON test = { "hpss": True, "chroma": "stft-44200-2048-4", "tonal_model": "TIV2", "blur": "full", "sigma": 17, "distance": "euclidean", "log_compresion": "none" } ``` ![](https://i.imgur.com/KccU4JJ.png) ![](https://i.imgur.com/KZ5lCNY.png) ![](https://i.imgur.com/Xak6DcR.png) ![](https://i.imgur.com/4JDlBJn.png) ![](https://i.imgur.com/uv5DYLO.png) ### Without hpss ```JSON test = { "hpss": False, "chroma": "stft-44200-2048-4", "tonal_model": "TIV2", "blur": "full", "sigma": 17, "distance": "euclidean", "log_compresion": "none" } ``` ![](https://i.imgur.com/z51tHIh.png) ![](https://i.imgur.com/zPJ8QFd.png) ![](https://i.imgur.com/rxUhmlJ.png) ![](https://i.imgur.com/mF8oy4O.png) ![](https://i.imgur.com/yGOJ1qh.png) ## good hpcp ```JSON test = { "hpss": False, "chroma": "hpcp-44200-1024-1", "tonal_model": "tonnetz", "blur": "full", "sigma": 9, "distance": "euclidean", "log_compresion": "none" } ``` ![](https://i.imgur.com/8tAK4jV.png) ![](https://i.imgur.com/26uoQOo.png) ![](https://i.imgur.com/v2IT97E.png) ![](https://i.imgur.com/r877EH3.png) ![](https://i.imgur.com/bROshJb.png) ### Without tonal centroid ```JSON test = { "hpss": True, "chroma": "hpcp-11050-8192-8", "tonal_model": "without_tc", "blur": "full", "sigma": 1, "distance": "euclidean", "log_compresion": "none" } ``` ![](https://i.imgur.com/A9EGMLW.png) ![](https://i.imgur.com/HexXPYg.png) ![](https://i.imgur.com/RMnXAp2.png) ![](https://i.imgur.com/a7g9NT1.png) ![](https://i.imgur.com/XjR25IA.png) ### cosine ```JSON test = { "hpss": True, "chroma": "hpcp-22100-16384-8", "tonal_model": "TIV2", "blur": "full", "sigma": 1, "distance": "cosine", "log_compresion": "none" } ``` ![](https://i.imgur.com/rCj3Djb.png) ![](https://i.imgur.com/V9VrV9p.png) ![](https://i.imgur.com/BU1EnYg.png) ![](https://i.imgur.com/nEmZxqh.png) ![](https://i.imgur.com/N7RShhQ.png)